| id |
2006_244 |
| authors |
Lee, Ji-Hyun and Shu-Feng Pan |
| year |
2006 |
| title |
eCAADe: An Educational Commendation Mechanism for the Adaptive Semantic Web to Use in the Architectural Design Environment |
| doi |
https://doi.org/10.52842/conf.ecaade.2006.244
|
| source |
Communicating Space(s) [24th eCAADe Conference Proceedings / ISBN 0-9541183-5-9] Volos (Greece) 6-9 September 2006, pp. 244-251 |
| summary |
The “Case Studies in Architecture” phase of a course in architectural design includes in-depth comparisons and analyses of architectural precedents. However, with the large number of cases now readily available, Web searching and navigation is a time-consuming, low precision activity. In the work described in this paper, we built eCAADe, an educational commendation system for the adaptive semantic Web to allow students to query and retrieve semantically for architectural cases during the case study phase of an architectural design process. In our suggested system, we built a Semantic Web for design knowledge representation to make query and retrieval efficient. We also applied a hybrid recommendation mechanism, which is combining both content-based filtering and collaborative filtering to help for students to find relevant cases more efficient and precise with their preferences. We illustrate our concepts with several concrete examples. |
| keywords |
Recommendation mechanism; adaptive; semantic Web; architectural cases; ontology |
| series |
eCAADe |
| email |
|
| full text |
 file.pdf (570,064 bytes) |
| references |
Content-type: text/plain
|
Antoniou, G. and van Harmelen, F. (ed.) (2004)
 A Semantic Web Primer
, The MIT Press, Cambridge, MA.
|
|
|
|
|
Balabanovic, M. and Shoham, Y. (1997)
Fab: Content-Based, Collaborative Recommendation
, Communications of the ACM, 40(3), pp. 66-72
|
|
|
|
|
Brusilovsky, P. and Peylo, C. (2003)
Adaptive and Intelligent Web-Based Educational Systems
, International Journal of Artificial Intelligence in Education, 13(2-4):, pp. 156-169
|
|
|
|
|
Brusilovsky, P. (2001)
Adaptive hypermedia
, User Modeling and User Adapted Interaction, 11(1-2): 87-110
|
|
|
|
|
Eirinaki, M. and Vazirgiannis, M. (2003)
Web Mining for Web Personalization
, ACM Transactions on Internet Technology, 3(1), pp. 1-27
|
|
|
|
|
Fensel, D., Hendler, J., Lieberman, H. and Wahlster, W. (ed.) (2005)
Spinning the Semantic Web: Bringing the World Wide Web to Its Full Potential
, The MIT Press, Cambridge, MA.
|
|
|
|
|
Gruber, T. (1993)
A Translation Approach to Portable Ontology Specifications
, Knowledge Acquisition, 5(2), pp. 199-220
|
|
|
|
|
Guarino, N. (1998)
Formal Ontology and Information Systems
, N. Guarino (ed.), Proceedings of the 1st International Conference in Formal Ontology in Information Systems, pp. 3-15
|
|
|
|
|
Heylighen, A. (2000)
In case of architectural design. Critique and praise of Case-Based Design in architecture
, PhD Dissertation, K.U.Leuven, Fac. of Engineering, Dept. of Architecture, Leuven
|
|
|
|
|
Hwang, J.-E. and Choi, J.-W. (2003)
SpaceScope: Spatial Content-based Retrieval of Architectural Floor Plans
, M.-L. Chiu, J.-Y. Tsou, T. Kvan, M. Morozumi and T.-S. Jeng (eds.), Proceedings of the 10th International Conference on Computer Aided Architectural Design Futures, pp: 53-62
|
|
|
|
|
Kraft, B. and Schneider, G. (2005)
Semantic Roomobjects for Conceptual Design Support: A Knowledgebased Approach
, B. Martens and A. Brown (eds.), Proceedings of the 11th International Conference on Computer Aided Architectural Design Futures, pp: 207-216
|
|
|
|
|
Lin, C.-J. and Chiu, M.-L. (2003)
Smart Semantic Query of Design Information in a Case Library
, M.-L. Chiu, J.-Y. Tsou, T. Kvan, M. Morozumi and T.-S. Jeng (eds.), Proceedings of the 10th International Conference on Computer Aided Architectural Design Futures, pp: 125-136
|
|
|
|
|
Lin, C.-Y. and Chiu, M.-L. (2005)
The Concept Space Explorer
, B. Martens and A. Brown (eds.), Proceedings of the 11th International Conference on Computer Aided Architectural Design Futures, pp: 139-148
|
|
|
|
|
Linoff, G. and Berry, M. (ed.) (2001)
Mining the Web: Transforming Customer Data
, Wiley, New York
|
|
|
|
|
Pan, S.-F. and Lee, J.-H. (2006)
eDAADe: An Adaptive Recommendation System for Comparison and Analysis of Architectural Precedents
, V. Wade, H. Ashman and B. Smyth (eds.), Proceedings of the 4th International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems, Springer-Verlag, Berlin, pp: 370-373
|
|
|
|
|
Popescul, A., Ungar, L., Pennock, D. and Lawrence, S. (2001)
Probabilistic Models for Unified Collaborative and Content-Based Recommendation in Sparse-Data Environments
, J. S. Breese and D. Koller (eds.), Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence, pp: 437-444
|
|
|
|
|
Sugiyama, K., Hatano, K. and Yoshikawa, M. (2004)
Adaptive web search based on user profile constructed without any effort from users
, S. I. Feldman, M. Uretsky, M. Najork and C. E. Wills (eds.), Proceedings of the 13th international conference on World Wide Web, pp: 675-684
|
|
|
|
|
Zimring, C., Bafna, S. and Do, E.Y.-L. (1996)
Structuring Cases in a Case-Based Design Aid
, J. Vanegas and P. Chinowsky (eds.), Proceedings of the third Congress on Design Computing, A/C/E'96, American Society of Civil Engineers, Anaheim, California, pp. 308-313
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| last changed |
2022/06/07 07:51 |
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